Om: A Wave-Native Programming Language for Bio-Field Computing

1// In code
2leftWave~ | transform | rightWave~
3
4// In documentation
5The Om way (~|~) of computing
6
7// In CLI
8om-lang (~|~) v0.1.0
9

1# Python: Complex wave processing requires multiple imports
2import numpy as np
3from scipy import signal
4from Bio import Seq
5
6# Separate paradigms for waves and DNA
7wave = np.sin(2 * np.pi * 41500 * t)
8

1// Om: Natural expression of waves and DNA
2const wave~ = oscillate(41.5kHz)
3const gene~ = "ATCG" | express | wave(41.5kHz)
4
5// Unified processing
6const therapeutic~ = wave~ + gene~
7    | harmonize
8    | optimize
9

1// Om code naturally flows like speech
2input~ 
3  | filter by frequency
4  | transform wave pattern
5  | output as sound~
6

1// AI can naturally verbalize Om code
2wave~ | amplify(2x) | modulate~
3
4// Sounds like:
5"Take the wave, amplify it twice, then modulate it"
6

1// ~ (Tilde): Wave-nature indicator
2const field~ = measure(41.5kHz)
3
4// | (Pipe): Natural transformation flow
5const result~ = field~ 
6    | normalize 
7    | harmonize 
8    | apply
9
10// <> (Angle Brackets): Vector operations
11const phase = <45°, 90°, 180°>
12

1// Traditional: Discrete processing
2data.forEach(process)
3
4// Om: Continuous wave processing
5signal~
6    .frequency(41.5kHz)
7    .phase(45°)
8    .amplitude(0.8)
9    | transform
10    | optimize
11

1type Wave~ = {
2    frequency: Frequency,  // Hz, kHz
3    phase: Angle,         // Degrees, radians
4    amplitude: Number     // 0.0 to 1.0
5}
6
7type DNA = "A" | "T" | "C" | "G"
8type DNASequence = DNA[]
9
10type BioField~ = {
11    waves: Wave~[],
12    patterns: Pattern~[],
13    state: QuantumLike~
14}
15

1// Traditional languages
2const sequence = "ATCG";
3protein = translate(transcribe(sequence));
4
5// Om's native DNA processing
6const therapeutic~ = "ATCG" 
7    | express      // DNA → Protein
8    | wave(41.5kHz)// Protein → Wave
9    | harmonize    // Optimize wave
10

1try~ {
2    const field~ = measure(41.5kHz)
3    field~ | express | harmonize
4} catch~ (distortion~) {
5    field~ | normalize | retry
6} finally~ {
7    field~ | stabilize
8}
9

1# Python with NumPy
2import numpy as np
3from scipy import signal
4
5def process_wave(data):
6    fft = np.fft.fft(data)
7    filtered = signal.filter(fft)
8    return np.fft.ifft(filtered)
9

1// Om: Native wave processing
2const process = (signal~) => {
3    signal~
4        | transform
5        | filter
6        | inverse
7}
8

1# BioPython
2from Bio.Seq import Seq
3seq = Seq("ATCG")
4protein = seq.translate()
5

1// Om: Natural DNA operations
2const protein~ = "ATCG" | express
3

1// JavaScript: Manual parallelization
2Promise.all([task1, task2, task3])
3    .then(process)
4

1// Om: Automatic parallel processing
2[wave1~, wave2~, wave3~]
3    | process  // Naturally parallel
4    | combine
5

1// Basic vector operations
2const phase = <45°, 90°, 180°>
3const amplitude = <0.5, 0.7, 0.9>
4
5// Wave-vector fusion
6const wave~ = phase | wave(amplitude)
7
8// Vector arithmetic
9const sum = phase + <30°, 45°, 60°>
10const scaled = amplitude * 2.0
11const dot = phase ⋅ amplitude  // Dot product
12

1// Matrix definition
2const matrix = [
3    <1, 2, 3>,
4    <4, 5, 6>,
5    <7, 8, 9>
6]
7
8// Matrix operations
9const transformed~ = matrix 
10    | wave(41.5kHz)  // Convert to wave matrix
11    | harmonize      // Apply to each vector
12

1// Bio-field measurement as vector
2const field~ = measure(41.5kHz)
3const fieldVector~ = <
4    field~.amplitude,
5    field~.phase,
6    field~.frequency
7>
8
9// DNA vector processing
10const dnaVector = "ATCG" | encode  // DNA to vector
11const protein~ = dnaVector 
12    | express 
13    | wave(fieldVector~)
14

1// AI embedding operations
2const embedding~ = input~ | model | vectorize
3const similarity = embedding~ ⋅ reference~
4
5// Quantum-like state vectors
6const state~ = <0.7, 0.7>  // Superposition
7const collapsed~ = state~ | measure
8
9// Parallel vector processing
10[vector1~, vector2~, vector3~]
11    | parallel(normalize)
12    | combine
13

1// Hardware-accelerated operations
2@optimize("gpu")
3const processField = (field~) => {
4    const vectors~ = field~
5        | splitChannels     // To vector array
6        | parallel(fft)     // Parallel FFT
7        | combine          // Merge results
8    
9    return vectors~ | wave(41.5kHz)
10}
11

1// DNA Type System
2type Base = "A" | "T" | "C" | "G"
3type RNA = "A" | "U" | "C" | "G"
4type Codon = [Base, Base, Base]
5
6// DNA Operations
7const sequence = "ATCG"
8const rna~ = sequence | transcribe  // DNA → RNA
9const protein~ = rna~ | translate   // RNA → Protein
10
11// Pattern Matching
12match sequence {
13    "ATG" => startTranscription(),
14    "TAA" | "TAG" | "TGA" => stopTranscription(),
15    _ => continue()
16}
17

1// Vector Operations
2const phase = <45°, 90°, 180°>
3const amplitude = <0.5, 0.7, 0.9>
4
5// Matrix Definition
6const transform = [
7    <1, 0, 0>,
8    <0, 1, 0>,
9    <0, 0, 1>
10]
11
12// Wave-Vector Operations
13const field~ = transform * wave~
14const interference~ = wave1~ ⋅ wave2~  // Dot product
15

1// Source Code Wave
2source~ 
3    | parse           // Syntax analysis
4    | analyze         // Semantic analysis
5    | optimize        // Wave-specific optimizations
6    | generate        // Code generation
7    | execute         // Runtime execution
8
9// Example Optimization
10@optimize("quantum")
11const superpose~ = (wave1~, wave2~) => {
12    return wave1~ + wave2~ | normalize
13}
14

1// Wave Memory Allocation
2const buffer~ = allocate(1024, wave)
3
4// Automatic Resource Management
5try~ {
6    const field~ = measure(41.5kHz)
7    field~ | process
8} finally~ {
9    field~ | release
10}
11
12// Memory Patterns
13const pattern~ = {
14    static: allocateStatic(wave),
15    dynamic: allocateDynamic(wave),
16    quantum: allocateQuantum(wave)
17}
18

1// Parallel Wave Processing
2const processes~ = [
3    wave1~ | transform,
4    wave2~ | normalize,
5    wave3~ | harmonize
6] | parallel
7
8// Synchronization
9const combined~ = processes~
10    | synchronize(41.5kHz)
11    | combine
12

1// Wave Debugging
2@debug
3const analyze~ = (field~) => {
4    debugWave(field~)        // View wave properties
5    debugFrequency(41.5kHz)  // Frequency analysis
6    debugPhase(45°)          // Phase analysis
7}
8
9// DNA Debug Information
10@debug
11const validateSequence = (dna) => {
12    debugSequence(dna)       // Sequence validation
13    debugExpression(dna)     // Expression analysis
14}
15

1const createTherapeutic = (patient~) => {
2    // Measure patient's bio-field
3    const field~ = measure(patient~)
4    
5    // Match DNA pattern
6    const healing~ = "ATCG" 
7        | express 
8        | wave(41.5kHz)
9        .match(field~)
10    
11    return healing~
12        | optimize
13        | apply
14}
15

1# Install Om compiler
2npm install -g om-lang
3
4# Create new Om project
5om init my-biofield-project
6
7# Run Om program
8om run therapeutic.om
9

1// Intelligent wave completion
2const field~ = measure(41.|)  // Suggests kHz frequencies
3
4// DNA sequence validation
5const dna = "ATXG"  // Error: Invalid base 'X'
6
7// Wave type checking
8const invalid~ = "ATCG" + 41.5kHz  // Error: Cannot add DNA and frequency
9

1import { wave, dna, vector } from 'om/core'
2import { fft, ifft } from 'om/transform'
3import { measure, harmonize } from 'om/biofield'
4
5// Wave processing
6const process = (signal~) => {
7    signal~
8        | fft
9        | harmonize(41.5kHz)
10        | ifft
11}
12
13// DNA operations
14const analyze = (sequence) => {
15    dna.validate(sequence)
16    return sequence
17        | express
18        | wave
19}
20

1// Source: Continuous wave processing
2signal~ | transform
3
4// Compiled: Optimized wave operations
5__om_wave_transform(__om_signal, WAVE_OPT)
6

1// Source: DNA operations
2"ATCG" | express
3
4// Compiled: Efficient DNA handling
5__om_dna_express(__om_sequence_validate("ATCG"))
6

1// Source: Vector operations
2const vec = <1, 2, 3> * 2.0
3
4// Compiled: SIMD instructions
5_mm256_mul_ps(__om_vector_load(vec), _mm256_set1_ps(2.0))
6

1// Proposed quantum operations
2const qubit~ = superpose(|0⟩, |1⟩)
3const entangled~ = qubit~ ⊗ reference~
4

1// Proposed CRISPR-like operations
2const genome~ = "ATCG..." | edit {
3    target: "GC",
4    replace: "TA",
5    validate: true
6}
7

1// Proposed pattern matching
2match field~ {
3    pattern("healing") => optimize(),
4    pattern("stress") => harmonize(),
5    _ => stabilize()
6}
7

1// Wave-aware multiple dispatch
2transform~(dna~)    => // DNA-specific transformation
3transform~(quantum~) => // Quantum-specific transformation
4transform~(wave~)    => // General wave transformation
5
6// Composable like Julia's functions
7compose~ = wave~ 
8  | fft 
9  | filter 
10  | ifft~
11

1// Wave Test Definition
2test~ "Bio-field harmonization" {
3    // Setup
4    const input~ = generate(41.5kHz)
5    
6    // Test wave processing
7    const result~ = input~ | harmonize
8    
9    // Wave-aware assertions
10    assert~ {
11        result~.frequency == 41.5kHz
12        result~.phase ≈ 45° tolerance(0.1°)
13        result~.amplitude in range(0.8..1.0)
14    }
15}
16
17// DNA Test Cases
18test "DNA sequence validation" {
19    const sequence = "ATCG"
20    const result~ = sequence | express
21    
22    assert result~ is valid
23    assert result~ contains "ATG"
24}
25

1// GPU Acceleration
2@gpu
3const processField~ = (field~) => {
4    field~
5        | parallel(fft)
6        | optimize
7        | inverse
8}
9
10// Quantum Co-processor Support
11@quantum
12const superpose~ = (states~) => {
13    states~
14        | entangle
15        | process
16        | measure
17}
18

1// Wave Pattern Optimization
2@optimize("wave")
3const therapeutic~ = (pattern~) => {
4    pattern~
5        | cache        // Frequency caching
6        | precompute   // Phase calculations
7        | streamline   // Pipeline optimization
8}
9
10// DNA Pattern Optimization
11@optimize("dna")
12const sequence~ = "ATCG" | {
13    parallel: true,    // Parallel processing
14    cache: true,      // Sequence caching
15    validate: true    // Real-time validation
16}
17

1// Recommended: Wave Composition
2const compose~ = (wave1~, wave2~) => {
3    wave1~
4        | normalize
5        | synchronize(wave2~)
6        | combine
7}
8
9// Avoid: Direct Manipulation
10const bad~ = wave~ * 2.0  // Not wave-aware
11

1// Recommended: Pattern Matching
2match sequence {
3    "ATG" => start()
4    "TAA" => stop()
5    _ => process()
6}
7
8// Avoid: String Operations
9const bad = sequence.substring(0, 3)  // Treat as string
10

1const patientTherapy~ = (patient~) => {
2    // Measure bio-field
3    const field~ = measure(patient~, 41.5kHz)
4    
5    // DNA pattern matching
6    const pattern~ = patient~.dna | express
7    
8    // Therapeutic wave generation
9    return field~
10        | match(pattern~)
11        | optimize
12        | apply
13}
14

1// Example: Quantum-DNA Interface
2const quantumDNA~ = (sequence) => {
3    // Convert DNA sequence to quantum states
4    // Each base pair can be represented as a quantum state
5    const state~ = sequence
6        | express           // Convert to molecular expression
7        | quantize         // Transform to quantum states
8    
9    // Perform quantum operations
10    return state~
11        | superpose        // Create superposition of states
12        | entangle         // Quantum entanglement
13        | measure          // Collapse and measure results
14}
15